vitae

Academic Employment

Academic Interests

  • Cosmological simulations (fast & accurate N-body simulations), hydrodynamics.
  • Statistical cosmology, implicit likelihood inference: how to address systematic effects?
  • Robust machine learning (safe use of ML), optimisation (deterministic, stochastic, Bayesian).

Research Internships

  • 2023
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    Graduate Trainee in Statistical Cosmology
    Institut d'Astrophysique de Paris, France
    • Trainee in the "Large-scale structure and distant Universe" group.
    • Extension of a novel simulation-based inference technique to robustly extract cosmological information from spectroscopic galaxy surveys.
  • 2022 — 2023
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    Master thesis in Fluid Dynamics
    ONERA - The French Aerospace Lab, Châtillon, France
  • 2021
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    Visiting — Quantitative epigenetics
    CRG - Centro de Regulación Genómica, Guigo Lab, Barcelona, Spain
    • Automatic identification of intron-retention quantitative trait loci.
  • 2020 — 2022
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    Junior Bioinformatics Scientist
    Inserm (French National Institute of Health and Medical Research), France
    • Quantitative epigenomics—I benchmarked statistical methods to link enhancers to their target genes in human genomes.
  • 2020
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    Research Trainee
    IMT (Toulouse Mathematics Institute), Toulouse, France
    • Stochastic calculus. I studied the convergence of series of repeated quantum nondemolition measurements.
  • 2020
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    Research Trainee
    IRAP - Astrophysics & Planetology, Toulouse, France
    • Kinetic scale plasma turbulence in the solar wind.
  • 2019
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    Research Trainee
    Inria, MIMESIS team, Strasbourg, France
    • I studied the robustness of deep learning emulators for data-driven bio-mechanical simulation, with respect to data sparsity and noise.

Education

  • 2023 — 2026
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    PhD Candidate in Cosmology
    Sorbonne UniversitéInstitut d'Astrophysique de Paris, France
  • 2020 — 2023
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    MSc in Mathematics and MSc in Hybrid Artificial Intelligence
    INSA Toulouse & N7, France
  • 2019 — 2020
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    Academic Exchange in Physics
    Paris-Saclay University, Gif-sur-Yvette, France
    • One semester in the Magistère de Physique d’Orsay.
    • Two traineeships in theoretical physics.
  • 2016 — 2019
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    Bachelor of Science in Mathematics & Computer Science
    Part of a selective 5-year curriculum at INSA Toulouse, France
    • National scholarship + merit-based grant holder (~ €7k/year).